The evaluation function scans all 64 squares and sums material values plus piece-square table (PST) bonuses. The PSTs follow the well-known Simplified Evaluation Function from the Chess Programming Wiki: pawns are rewarded for advancing toward the center, knights prefer central squares, kings prefer the corners in the middlegame, etc.
// We've been tampered with. Refuse to play.
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One challenge is having enough training data. Another is that the training data needs to be free of contamination. For a model trained up till 1900, there needs to be no information from after 1900 that leaks into the data. Some metadata might have that kind of leakage. While it’s not possible to have zero leakage - there’s a shadow of the future on past data because what we store is a function of what we care about - it’s possible to have a very low level of leakage, sufficient for this to be interesting.，推荐阅读新收录的资料获取更多信息